Overview

Brought to you by YData

Dataset statistics

Number of variables27
Number of observations21
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.6 KiB
Average record size in memory222.1 B

Variable types

Numeric27

Alerts

AG is highly overall correlated with AR and 24 other fieldsHigh correlation
AI is highly overall correlated with GLHigh correlation
AR is highly overall correlated with AG and 24 other fieldsHigh correlation
BE is highly overall correlated with AG and 24 other fieldsHigh correlation
BL is highly overall correlated with AG and 24 other fieldsHigh correlation
BS is highly overall correlated with AG and 24 other fieldsHigh correlation
CH is highly overall correlated with AG and 24 other fieldsHigh correlation
FR is highly overall correlated with AG and 24 other fieldsHigh correlation
GE is highly overall correlated with AG and 24 other fieldsHigh correlation
GL is highly overall correlated with AG and 25 other fieldsHigh correlation
GR is highly overall correlated with AG and 24 other fieldsHigh correlation
LU is highly overall correlated with AG and 24 other fieldsHigh correlation
NE is highly overall correlated with AG and 24 other fieldsHigh correlation
NW is highly overall correlated with AG and 24 other fieldsHigh correlation
OW is highly overall correlated with AG and 24 other fieldsHigh correlation
SG is highly overall correlated with AG and 24 other fieldsHigh correlation
SH is highly overall correlated with AG and 24 other fieldsHigh correlation
SO is highly overall correlated with AG and 24 other fieldsHigh correlation
SZ is highly overall correlated with AG and 24 other fieldsHigh correlation
TG is highly overall correlated with AG and 24 other fieldsHigh correlation
TI is highly overall correlated with AG and 24 other fieldsHigh correlation
UR is highly overall correlated with AG and 24 other fieldsHigh correlation
VD is highly overall correlated with AG and 24 other fieldsHigh correlation
VS is highly overall correlated with AG and 24 other fieldsHigh correlation
Year is highly overall correlated with AG and 24 other fieldsHigh correlation
ZG is highly overall correlated with AG and 24 other fieldsHigh correlation
ZH is highly overall correlated with AG and 24 other fieldsHigh correlation
Year has unique values Unique
ZH has unique values Unique
BE has unique values Unique
LU has unique values Unique
SZ has unique values Unique
ZG has unique values Unique
SO has unique values Unique
BS has unique values Unique
BL has unique values Unique
SH has unique values Unique
SG has unique values Unique
AG has unique values Unique
TG has unique values Unique
TI has unique values Unique
VD has unique values Unique
VS has unique values Unique
NE has unique values Unique
GE has unique values Unique
CH has unique values Unique

Reproduction

Analysis started2025-05-08 09:28:26.047508
Analysis finished2025-05-08 09:31:32.795109
Duration3 minutes and 6.75 seconds
Software versionydata-profiling vv4.12.2
Download configurationconfig.json

Variables

Year
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1960
Minimum1950
Maximum1970
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:32.890277image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum1950
5-th percentile1951
Q11955
median1960
Q31965
95-th percentile1969
Maximum1970
Range20
Interquartile range (IQR)10

Descriptive statistics

Standard deviation6.2048368
Coefficient of variation (CV)0.0031657331
Kurtosis-1.2
Mean1960
Median Absolute Deviation (MAD)5
Skewness0
Sum41160
Variance38.5
MonotonicityStrictly increasing
2025-05-08T11:31:33.020562image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
1950 1
 
4.8%
1951 1
 
4.8%
1952 1
 
4.8%
1953 1
 
4.8%
1954 1
 
4.8%
1955 1
 
4.8%
1956 1
 
4.8%
1957 1
 
4.8%
1958 1
 
4.8%
1959 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
1950 1
4.8%
1951 1
4.8%
1952 1
4.8%
1953 1
4.8%
1954 1
4.8%
1955 1
4.8%
1956 1
4.8%
1957 1
4.8%
1958 1
4.8%
1959 1
4.8%
ValueCountFrequency (%)
1970 1
4.8%
1969 1
4.8%
1968 1
4.8%
1967 1
4.8%
1966 1
4.8%
1965 1
4.8%
1964 1
4.8%
1963 1
4.8%
1962 1
4.8%
1961 1
4.8%

ZH
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean940152.38
Minimum770600
Maximum1101200
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:33.129792image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum770600
5-th percentile786000
Q1842700
median932800
Q31043000
95-th percentile1090500
Maximum1101200
Range330600
Interquartile range (IQR)200300

Descriptive statistics

Standard deviation110697.25
Coefficient of variation (CV)0.11774395
Kurtosis-1.5252849
Mean940152.38
Median Absolute Deviation (MAD)101600
Skewness-0.0088035731
Sum19743200
Variance1.2253882 × 1010
MonotonicityStrictly increasing
2025-05-08T11:31:33.228387image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
770600 1
 
4.8%
786000 1
 
4.8%
803700 1
 
4.8%
819400 1
 
4.8%
831200 1
 
4.8%
842700 1
 
4.8%
856500 1
 
4.8%
873100 1
 
4.8%
891300 1
 
4.8%
906400 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
770600 1
4.8%
786000 1
4.8%
803700 1
4.8%
819400 1
4.8%
831200 1
4.8%
842700 1
4.8%
856500 1
4.8%
873100 1
4.8%
891300 1
4.8%
906400 1
4.8%
ValueCountFrequency (%)
1101200 1
4.8%
1090500 1
4.8%
1076800 1
4.8%
1064600 1
4.8%
1052500 1
4.8%
1043000 1
4.8%
1032700 1
4.8%
1013000 1
4.8%
990800 1
4.8%
964400 1
4.8%

BE
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean894128.57
Minimum798500
Maximum987200
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:33.328951image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum798500
5-th percentile806800
Q1839600
median883400
Q3953200
95-th percentile982500
Maximum987200
Range188700
Interquartile range (IQR)113600

Descriptive statistics

Standard deviation63244.867
Coefficient of variation (CV)0.070733526
Kurtosis-1.5141188
Mean894128.57
Median Absolute Deviation (MAD)56000
Skewness0.055540682
Sum18776700
Variance3.9999131 × 109
MonotonicityStrictly increasing
2025-05-08T11:31:33.446405image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
798500 1
 
4.8%
806800 1
 
4.8%
817000 1
 
4.8%
827400 1
 
4.8%
834300 1
 
4.8%
839600 1
 
4.8%
846800 1
 
4.8%
856800 1
 
4.8%
865900 1
 
4.8%
873100 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
798500 1
4.8%
806800 1
4.8%
817000 1
4.8%
827400 1
4.8%
834300 1
4.8%
839600 1
4.8%
846800 1
4.8%
856800 1
4.8%
865900 1
4.8%
873100 1
4.8%
ValueCountFrequency (%)
987200 1
4.8%
982500 1
4.8%
973700 1
4.8%
966000 1
4.8%
959300 1
4.8%
953200 1
4.8%
949000 1
4.8%
937300 1
4.8%
920300 1
4.8%
898600 1
4.8%

LU
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean256185.71
Minimum222700
Maximum290600
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:33.573898image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum222700
5-th percentile225300
Q1237600
median251700
Q3275700
95-th percentile288000
Maximum290600
Range67900
Interquartile range (IQR)38100

Descriptive statistics

Standard deviation22017.863
Coefficient of variation (CV)0.085944928
Kurtosis-1.3809742
Mean256185.71
Median Absolute Deviation (MAD)19000
Skewness0.089424147
Sum5379900
Variance4.8478629 × 108
MonotonicityStrictly increasing
2025-05-08T11:31:33.709080image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
222700 1
 
4.8%
225300 1
 
4.8%
229200 1
 
4.8%
232700 1
 
4.8%
235000 1
 
4.8%
237600 1
 
4.8%
241100 1
 
4.8%
245000 1
 
4.8%
247900 1
 
4.8%
249300 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
222700 1
4.8%
225300 1
4.8%
229200 1
4.8%
232700 1
4.8%
235000 1
4.8%
237600 1
4.8%
241100 1
4.8%
245000 1
4.8%
247900 1
4.8%
249300 1
4.8%
ValueCountFrequency (%)
290600 1
4.8%
288000 1
4.8%
284600 1
4.8%
281400 1
4.8%
278600 1
4.8%
275700 1
4.8%
273600 1
4.8%
269400 1
4.8%
263700 1
4.8%
256800 1
4.8%

UR
Real number (ℝ)

High correlation 

Distinct19
Distinct (%)90.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean31800
Minimum28600
Maximum34200
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:33.832996image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum28600
5-th percentile28800
Q129800
median32000
Q333800
95-th percentile34200
Maximum34200
Range5600
Interquartile range (IQR)4000

Descriptive statistics

Standard deviation2059.6116
Coefficient of variation (CV)0.064767661
Kurtosis-1.5756097
Mean31800
Median Absolute Deviation (MAD)1900
Skewness-0.30740857
Sum667800
Variance4242000
MonotonicityIncreasing
2025-05-08T11:31:33.933439image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
33900 2
 
9.5%
34200 2
 
9.5%
28600 1
 
4.8%
29000 1
 
4.8%
28800 1
 
4.8%
29200 1
 
4.8%
29400 1
 
4.8%
30800 1
 
4.8%
31400 1
 
4.8%
29800 1
 
4.8%
Other values (9) 9
42.9%
ValueCountFrequency (%)
28600 1
4.8%
28800 1
4.8%
29000 1
4.8%
29200 1
4.8%
29400 1
4.8%
29800 1
4.8%
30200 1
4.8%
30800 1
4.8%
31400 1
4.8%
31800 1
4.8%
ValueCountFrequency (%)
34200 2
9.5%
34000 1
4.8%
33900 2
9.5%
33800 1
4.8%
33600 1
4.8%
33400 1
4.8%
33100 1
4.8%
32700 1
4.8%
32000 1
4.8%
31800 1
4.8%

SZ
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean79857.143
Minimum70900
Maximum91400
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:34.041356image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum70900
5-th percentile71400
Q173400
median77800
Q386100
95-th percentile90500
Maximum91400
Range20500
Interquartile range (IQR)12700

Descriptive statistics

Standard deviation6959.2795
Coefficient of variation (CV)0.087146613
Kurtosis-1.4239137
Mean79857.143
Median Absolute Deviation (MAD)5800
Skewness0.30311483
Sum1677000
Variance48431571
MonotonicityStrictly increasing
2025-05-08T11:31:34.148771image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
70900 1
 
4.8%
71400 1
 
4.8%
71900 1
 
4.8%
72500 1
 
4.8%
72900 1
 
4.8%
73400 1
 
4.8%
74400 1
 
4.8%
75700 1
 
4.8%
76600 1
 
4.8%
77200 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
70900 1
4.8%
71400 1
4.8%
71900 1
4.8%
72500 1
4.8%
72900 1
4.8%
73400 1
4.8%
74400 1
4.8%
75700 1
4.8%
76600 1
4.8%
77200 1
4.8%
ValueCountFrequency (%)
91400 1
4.8%
90500 1
4.8%
89300 1
4.8%
88200 1
4.8%
87000 1
4.8%
86100 1
4.8%
85100 1
4.8%
83600 1
4.8%
81700 1
4.8%
79400 1
4.8%

OW
Real number (ℝ)

High correlation 

Distinct16
Distinct (%)76.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23638.095
Minimum22100
Maximum24900
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:34.248120image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum22100
5-th percentile22200
Q122600
median23600
Q324700
95-th percentile24800
Maximum24900
Range2800
Interquartile range (IQR)2100

Descriptive statistics

Standard deviation1017.092
Coefficient of variation (CV)0.043027664
Kurtosis-1.6669784
Mean23638.095
Median Absolute Deviation (MAD)1100
Skewness-0.14053639
Sum496400
Variance1034476.2
MonotonicityNot monotonic
2025-05-08T11:31:34.350574image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
24800 3
14.3%
22500 2
 
9.5%
24500 2
 
9.5%
24700 2
 
9.5%
22600 1
 
4.8%
22100 1
 
4.8%
22200 1
 
4.8%
22400 1
 
4.8%
23300 1
 
4.8%
23100 1
 
4.8%
Other values (6) 6
28.6%
ValueCountFrequency (%)
22100 1
4.8%
22200 1
4.8%
22400 1
4.8%
22500 2
9.5%
22600 1
4.8%
22800 1
4.8%
23100 1
4.8%
23300 1
4.8%
23400 1
4.8%
23600 1
4.8%
ValueCountFrequency (%)
24900 1
 
4.8%
24800 3
14.3%
24700 2
9.5%
24500 2
9.5%
24300 1
 
4.8%
23900 1
 
4.8%
23600 1
 
4.8%
23400 1
 
4.8%
23300 1
 
4.8%
23100 1
 
4.8%

NW
Real number (ℝ)

High correlation 

Distinct20
Distinct (%)95.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22623.81
Minimum19300
Maximum26000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:34.457208image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum19300
5-th percentile19500
Q120300
median22300
Q324800
95-th percentile25600
Maximum26000
Range6700
Interquartile range (IQR)4500

Descriptive statistics

Standard deviation2337.4997
Coefficient of variation (CV)0.10332034
Kurtosis-1.6401342
Mean22623.81
Median Absolute Deviation (MAD)2500
Skewness-0.058910709
Sum475100
Variance5463904.8
MonotonicityIncreasing
2025-05-08T11:31:34.564897image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
24800 2
 
9.5%
19300 1
 
4.8%
19700 1
 
4.8%
19500 1
 
4.8%
19800 1
 
4.8%
20000 1
 
4.8%
20900 1
 
4.8%
20300 1
 
4.8%
21700 1
 
4.8%
22100 1
 
4.8%
Other values (10) 10
47.6%
ValueCountFrequency (%)
19300 1
4.8%
19500 1
4.8%
19700 1
4.8%
19800 1
4.8%
20000 1
4.8%
20300 1
4.8%
20900 1
4.8%
21300 1
4.8%
21700 1
4.8%
22100 1
4.8%
ValueCountFrequency (%)
26000 1
4.8%
25600 1
4.8%
25300 1
4.8%
25100 1
4.8%
24900 1
4.8%
24800 2
9.5%
24400 1
4.8%
24000 1
4.8%
23300 1
4.8%
22300 1
4.8%

GL
Real number (ℝ)

High correlation 

Distinct19
Distinct (%)90.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean39500
Minimum37400
Maximum41600
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:34.665962image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum37400
5-th percentile37900
Q138700
median39300
Q340100
95-th percentile41500
Maximum41600
Range4200
Interquartile range (IQR)1400

Descriptive statistics

Standard deviation1206.6483
Coefficient of variation (CV)0.030548057
Kurtosis-0.69231186
Mean39500
Median Absolute Deviation (MAD)800
Skewness0.37142401
Sum829500
Variance1456000
MonotonicityNot monotonic
2025-05-08T11:31:34.768947image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
38500 2
 
9.5%
38700 2
 
9.5%
37400 1
 
4.8%
38300 1
 
4.8%
37900 1
 
4.8%
38900 1
 
4.8%
39200 1
 
4.8%
39400 1
 
4.8%
39600 1
 
4.8%
40000 1
 
4.8%
Other values (9) 9
42.9%
ValueCountFrequency (%)
37400 1
4.8%
37900 1
4.8%
38300 1
4.8%
38500 2
9.5%
38700 2
9.5%
38900 1
4.8%
39000 1
4.8%
39200 1
4.8%
39300 1
4.8%
39400 1
4.8%
ValueCountFrequency (%)
41600 1
4.8%
41500 1
4.8%
41400 1
4.8%
41100 1
4.8%
40700 1
4.8%
40100 1
4.8%
40000 1
4.8%
39700 1
4.8%
39600 1
4.8%
39400 1
4.8%

ZG
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean52176.19
Minimum42100
Maximum63300
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:34.907659image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum42100
5-th percentile42800
Q145900
median51400
Q358600
95-th percentile62400
Maximum63300
Range21200
Interquartile range (IQR)12700

Descriptive statistics

Standard deviation7070.2125
Coefficient of variation (CV)0.13550649
Kurtosis-1.510318
Mean52176.19
Median Absolute Deviation (MAD)6200
Skewness0.12476962
Sum1095700
Variance49987905
MonotonicityStrictly increasing
2025-05-08T11:31:35.029974image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
42100 1
 
4.8%
42800 1
 
4.8%
43900 1
 
4.8%
44600 1
 
4.8%
45300 1
 
4.8%
45900 1
 
4.8%
46500 1
 
4.8%
47500 1
 
4.8%
48500 1
 
4.8%
49600 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
42100 1
4.8%
42800 1
4.8%
43900 1
4.8%
44600 1
4.8%
45300 1
4.8%
45900 1
4.8%
46500 1
4.8%
47500 1
4.8%
48500 1
4.8%
49600 1
4.8%
ValueCountFrequency (%)
63300 1
4.8%
62400 1
4.8%
61200 1
4.8%
60100 1
4.8%
59300 1
4.8%
58600 1
4.8%
57600 1
4.8%
56500 1
4.8%
55100 1
4.8%
53500 1
4.8%

FR
Real number (ℝ)

High correlation 

Distinct16
Distinct (%)76.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean164814.29
Minimum158700
Maximum178700
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:35.154520image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum158700
5-th percentile158800
Q1159000
median159200
Q3171300
95-th percentile177700
Maximum178700
Range20000
Interquartile range (IQR)12300

Descriptive statistics

Standard deviation7429.2184
Coefficient of variation (CV)0.045076301
Kurtosis-1.146446
Mean164814.29
Median Absolute Deviation (MAD)500
Skewness0.75570061
Sum3461100
Variance55193286
MonotonicityIncreasing
2025-05-08T11:31:35.342832image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
159000 3
14.3%
159200 3
14.3%
159100 2
 
9.5%
158700 1
 
4.8%
158900 1
 
4.8%
158800 1
 
4.8%
159700 1
 
4.8%
164000 1
 
4.8%
167700 1
 
4.8%
170300 1
 
4.8%
Other values (6) 6
28.6%
ValueCountFrequency (%)
158700 1
 
4.8%
158800 1
 
4.8%
158900 1
 
4.8%
159000 3
14.3%
159100 2
9.5%
159200 3
14.3%
159700 1
 
4.8%
164000 1
 
4.8%
167700 1
 
4.8%
170300 1
 
4.8%
ValueCountFrequency (%)
178700 1
4.8%
177700 1
4.8%
175900 1
4.8%
174000 1
4.8%
172600 1
4.8%
171300 1
4.8%
170300 1
4.8%
167700 1
4.8%
164000 1
4.8%
159700 1
4.8%

SO
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean198552.38
Minimum169900
Maximum224200
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:35.455695image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum169900
5-th percentile171800
Q1182700
median198100
Q3215600
95-th percentile222900
Maximum224200
Range54300
Interquartile range (IQR)32900

Descriptive statistics

Standard deviation18324.481
Coefficient of variation (CV)0.092290414
Kurtosis-1.476732
Mean198552.38
Median Absolute Deviation (MAD)17500
Skewness-0.103855
Sum4169600
Variance3.3578662 × 108
MonotonicityStrictly increasing
2025-05-08T11:31:35.618450image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
169900 1
 
4.8%
171800 1
 
4.8%
174600 1
 
4.8%
177500 1
 
4.8%
180000 1
 
4.8%
182700 1
 
4.8%
186000 1
 
4.8%
189800 1
 
4.8%
191800 1
 
4.8%
193400 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
169900 1
4.8%
171800 1
4.8%
174600 1
4.8%
177500 1
4.8%
180000 1
4.8%
182700 1
4.8%
186000 1
4.8%
189800 1
4.8%
191800 1
4.8%
193400 1
4.8%
ValueCountFrequency (%)
224200 1
4.8%
222900 1
4.8%
220400 1
4.8%
218500 1
4.8%
216900 1
4.8%
215600 1
4.8%
214600 1
4.8%
211100 1
4.8%
207300 1
4.8%
202500 1
4.8%

BS
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean221100
Minimum194900
Maximum236000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:35.732501image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum194900
5-th percentile198000
Q1208900
median224300
Q3235000
95-th percentile235900
Maximum236000
Range41100
Interquartile range (IQR)26100

Descriptive statistics

Standard deviation14386.869
Coefficient of variation (CV)0.065069512
Kurtosis-1.2771821
Mean221100
Median Absolute Deviation (MAD)11100
Skewness-0.48905681
Sum4643100
Variance2.06982 × 108
MonotonicityNot monotonic
2025-05-08T11:31:35.855617image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
194900 1
 
4.8%
198000 1
 
4.8%
201000 1
 
4.8%
203700 1
 
4.8%
206400 1
 
4.8%
208900 1
 
4.8%
211500 1
 
4.8%
215200 1
 
4.8%
219000 1
 
4.8%
221600 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
194900 1
4.8%
198000 1
4.8%
201000 1
4.8%
203700 1
4.8%
206400 1
4.8%
208900 1
4.8%
211500 1
4.8%
215200 1
4.8%
219000 1
4.8%
221600 1
4.8%
ValueCountFrequency (%)
236000 1
4.8%
235900 1
4.8%
235500 1
4.8%
235400 1
4.8%
235300 1
4.8%
235000 1
4.8%
234800 1
4.8%
233100 1
4.8%
230800 1
4.8%
226800 1
4.8%

BL
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean149347.62
Minimum107000
Maximum205400
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:35.985565image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum107000
5-th percentile108800
Q1119800
median143700
Q3177200
95-th percentile200200
Maximum205400
Range98400
Interquartile range (IQR)57400

Descriptive statistics

Standard deviation32970.041
Coefficient of variation (CV)0.22076041
Kurtosis-1.3849018
Mean149347.62
Median Absolute Deviation (MAD)27900
Skewness0.29611437
Sum3136300
Variance1.0870236 × 109
MonotonicityStrictly increasing
2025-05-08T11:31:36.106238image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
107000 1
 
4.8%
108800 1
 
4.8%
111400 1
 
4.8%
114300 1
 
4.8%
117400 1
 
4.8%
119800 1
 
4.8%
122500 1
 
4.8%
126800 1
 
4.8%
131400 1
 
4.8%
136300 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
107000 1
4.8%
108800 1
4.8%
111400 1
4.8%
114300 1
4.8%
117400 1
4.8%
119800 1
4.8%
122500 1
4.8%
126800 1
4.8%
131400 1
4.8%
136300 1
4.8%
ValueCountFrequency (%)
205400 1
4.8%
200200 1
4.8%
193900 1
4.8%
188400 1
4.8%
182300 1
4.8%
177200 1
4.8%
171600 1
4.8%
165900 1
4.8%
159900 1
4.8%
152100 1
4.8%

SH
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean65280.952
Minimum57300
Maximum72600
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:36.227999image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum57300
5-th percentile58000
Q160000
median64900
Q370700
95-th percentile72300
Maximum72600
Range15300
Interquartile range (IQR)10700

Descriptive statistics

Standard deviation5359.3488
Coefficient of variation (CV)0.082096669
Kurtosis-1.6313175
Mean65280.952
Median Absolute Deviation (MAD)5200
Skewness-0.023988668
Sum1370900
Variance28722619
MonotonicityStrictly increasing
2025-05-08T11:31:36.344536image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
57300 1
 
4.8%
58000 1
 
4.8%
58800 1
 
4.8%
59400 1
 
4.8%
59700 1
 
4.8%
60000 1
 
4.8%
61100 1
 
4.8%
62400 1
 
4.8%
62900 1
 
4.8%
63400 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
57300 1
4.8%
58000 1
4.8%
58800 1
4.8%
59400 1
4.8%
59700 1
4.8%
60000 1
4.8%
61100 1
4.8%
62400 1
4.8%
62900 1
4.8%
63400 1
4.8%
ValueCountFrequency (%)
72600 1
4.8%
72300 1
4.8%
71600 1
4.8%
71300 1
4.8%
71000 1
4.8%
70700 1
4.8%
70100 1
4.8%
69100 1
4.8%
67900 1
4.8%
66400 1
4.8%

AR
Real number (ℝ)

High correlation 

Distinct17
Distinct (%)81.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean48980.952
Minimum47800
Maximum50000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:36.478129image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum47800
5-th percentile48100
Q148600
median48900
Q349500
95-th percentile49900
Maximum50000
Range2200
Interquartile range (IQR)900

Descriptive statistics

Standard deviation626.59321
Coefficient of variation (CV)0.012792589
Kurtosis-0.81506364
Mean48980.952
Median Absolute Deviation (MAD)500
Skewness0.048712823
Sum1028600
Variance392619.05
MonotonicityNot monotonic
2025-05-08T11:31:36.581423image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
48900 2
 
9.5%
48700 2
 
9.5%
48800 2
 
9.5%
49900 2
 
9.5%
47800 1
 
4.8%
48500 1
 
4.8%
48400 1
 
4.8%
48200 1
 
4.8%
48100 1
 
4.8%
48600 1
 
4.8%
Other values (7) 7
33.3%
ValueCountFrequency (%)
47800 1
4.8%
48100 1
4.8%
48200 1
4.8%
48400 1
4.8%
48500 1
4.8%
48600 1
4.8%
48700 2
9.5%
48800 2
9.5%
48900 2
9.5%
49000 1
4.8%
ValueCountFrequency (%)
50000 1
4.8%
49900 2
9.5%
49700 1
4.8%
49600 1
4.8%
49500 1
4.8%
49400 1
4.8%
49200 1
4.8%
49000 1
4.8%
48900 2
9.5%
48800 2
9.5%

AI
Real number (ℝ)

High correlation 

Distinct6
Distinct (%)28.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13247.619
Minimum13000
Maximum13500
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:36.684391image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum13000
5-th percentile13000
Q113200
median13300
Q313300
95-th percentile13400
Maximum13500
Range500
Interquartile range (IQR)100

Descriptive statistics

Standard deviation132.73676
Coefficient of variation (CV)0.010019669
Kurtosis-0.31050709
Mean13247.619
Median Absolute Deviation (MAD)100
Skewness-0.29791904
Sum278200
Variance17619.048
MonotonicityNot monotonic
2025-05-08T11:31:36.765272image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
13300 8
38.1%
13200 4
19.0%
13100 3
 
14.3%
13400 3
 
14.3%
13000 2
 
9.5%
13500 1
 
4.8%
ValueCountFrequency (%)
13000 2
 
9.5%
13100 3
 
14.3%
13200 4
19.0%
13300 8
38.1%
13400 3
 
14.3%
13500 1
 
4.8%
ValueCountFrequency (%)
13500 1
 
4.8%
13400 3
 
14.3%
13300 8
38.1%
13200 4
19.0%
13100 3
 
14.3%
13000 2
 
9.5%

SG
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean343966.67
Minimum308100
Maximum383600
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:36.954977image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum308100
5-th percentile310800
Q1322500
median337600
Q3367700
95-th percentile381700
Maximum383600
Range75500
Interquartile range (IQR)45200

Descriptive statistics

Standard deviation25402.113
Coefficient of variation (CV)0.073850507
Kurtosis-1.4713991
Mean343966.67
Median Absolute Deviation (MAD)21700
Skewness0.19101141
Sum7223300
Variance6.4526733 × 108
MonotonicityStrictly increasing
2025-05-08T11:31:37.086713image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
308100 1
 
4.8%
310800 1
 
4.8%
313700 1
 
4.8%
316700 1
 
4.8%
319800 1
 
4.8%
322500 1
 
4.8%
325300 1
 
4.8%
329300 1
 
4.8%
332100 1
 
4.8%
334100 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
308100 1
4.8%
310800 1
4.8%
313700 1
4.8%
316700 1
4.8%
319800 1
4.8%
322500 1
4.8%
325300 1
4.8%
329300 1
4.8%
332100 1
4.8%
334100 1
4.8%
ValueCountFrequency (%)
383600 1
4.8%
381700 1
4.8%
377400 1
4.8%
373600 1
4.8%
370200 1
4.8%
367700 1
4.8%
364700 1
4.8%
359300 1
4.8%
352000 1
4.8%
343100 1
4.8%

GR
Real number (ℝ)

High correlation 

Distinct20
Distinct (%)95.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean151795.24
Minimum136700
Maximum166100
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:37.191499image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum136700
5-th percentile138300
Q1142100
median147000
Q3163200
95-th percentile165500
Maximum166100
Range29400
Interquartile range (IQR)21100

Descriptive statistics

Standard deviation10821.759
Coefficient of variation (CV)0.071291824
Kurtosis-1.8385781
Mean151795.24
Median Absolute Deviation (MAD)8700
Skewness0.099753659
Sum3187700
Variance1.1711048 × 108
MonotonicityNot monotonic
2025-05-08T11:31:37.290102image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
163200 2
 
9.5%
136700 1
 
4.8%
139900 1
 
4.8%
138300 1
 
4.8%
140900 1
 
4.8%
141600 1
 
4.8%
142900 1
 
4.8%
142100 1
 
4.8%
145000 1
 
4.8%
145800 1
 
4.8%
Other values (10) 10
47.6%
ValueCountFrequency (%)
136700 1
4.8%
138300 1
4.8%
139900 1
4.8%
140900 1
4.8%
141600 1
4.8%
142100 1
4.8%
142900 1
4.8%
144000 1
4.8%
145000 1
4.8%
145800 1
4.8%
ValueCountFrequency (%)
166100 1
4.8%
165500 1
4.8%
164900 1
4.8%
163900 1
4.8%
163200 2
9.5%
162900 1
4.8%
161100 1
4.8%
158200 1
4.8%
154500 1
4.8%
147000 1
4.8%

AG
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean361566.67
Minimum299600
Maximum430300
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:37.401539image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum299600
5-th percentile303300
Q1321500
median355400
Q3401500
95-th percentile425300
Maximum430300
Range130700
Interquartile range (IQR)80000

Descriptive statistics

Standard deviation44299.067
Coefficient of variation (CV)0.12251978
Kurtosis-1.5010827
Mean361566.67
Median Absolute Deviation (MAD)41000
Skewness0.11752273
Sum7592900
Variance1.9624073 × 109
MonotonicityStrictly increasing
2025-05-08T11:31:37.504980image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
299600 1
 
4.8%
303300 1
 
4.8%
307800 1
 
4.8%
311900 1
 
4.8%
315800 1
 
4.8%
321500 1
 
4.8%
328400 1
 
4.8%
335800 1
 
4.8%
341600 1
 
4.8%
346400 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
299600 1
4.8%
303300 1
4.8%
307800 1
4.8%
311900 1
4.8%
315800 1
4.8%
321500 1
4.8%
328400 1
4.8%
335800 1
4.8%
341600 1
4.8%
346400 1
4.8%
ValueCountFrequency (%)
430300 1
4.8%
425300 1
4.8%
418600 1
4.8%
412500 1
4.8%
406800 1
4.8%
401500 1
4.8%
396400 1
4.8%
388300 1
4.8%
378700 1
4.8%
367000 1
4.8%

TG
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean166357.14
Minimum149300
Maximum181800
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:37.604382image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum149300
5-th percentile150500
Q1156200
median165300
Q3177400
95-th percentile181100
Maximum181800
Range32500
Interquartile range (IQR)21200

Descriptive statistics

Standard deviation11361.539
Coefficient of variation (CV)0.06829607
Kurtosis-1.588602
Mean166357.14
Median Absolute Deviation (MAD)11400
Skewness-0.050643531
Sum3493500
Variance1.2908457 × 108
MonotonicityStrictly increasing
2025-05-08T11:31:37.703648image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
149300 1
 
4.8%
150500 1
 
4.8%
151800 1
 
4.8%
153400 1
 
4.8%
155000 1
 
4.8%
156200 1
 
4.8%
157800 1
 
4.8%
159800 1
 
4.8%
161800 1
 
4.8%
163300 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
149300 1
4.8%
150500 1
4.8%
151800 1
4.8%
153400 1
4.8%
155000 1
4.8%
156200 1
4.8%
157800 1
4.8%
159800 1
4.8%
161800 1
4.8%
163300 1
4.8%
ValueCountFrequency (%)
181800 1
4.8%
181100 1
4.8%
180100 1
4.8%
179200 1
4.8%
178000 1
4.8%
177400 1
4.8%
176700 1
4.8%
174800 1
4.8%
171900 1
4.8%
168300 1
4.8%

TI
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean203152.38
Minimum174500
Maximum248200
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:37.804611image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum174500
5-th percentile176300
Q1180300
median193000
Q3223900
95-th percentile243400
Maximum248200
Range73700
Interquartile range (IQR)43600

Descriptive statistics

Standard deviation25119.984
Coefficient of variation (CV)0.12365095
Kurtosis-1.3222431
Mean203152.38
Median Absolute Deviation (MAD)16700
Skewness0.47789241
Sum4266200
Variance6.3101362 × 108
MonotonicityStrictly increasing
2025-05-08T11:31:37.917564image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
174500 1
 
4.8%
176300 1
 
4.8%
177800 1
 
4.8%
178500 1
 
4.8%
179500 1
 
4.8%
180300 1
 
4.8%
181800 1
 
4.8%
184300 1
 
4.8%
186800 1
 
4.8%
189000 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
174500 1
4.8%
176300 1
4.8%
177800 1
4.8%
178500 1
4.8%
179500 1
4.8%
180300 1
4.8%
181800 1
4.8%
184300 1
4.8%
186800 1
4.8%
189000 1
4.8%
ValueCountFrequency (%)
248200 1
4.8%
243400 1
4.8%
238300 1
4.8%
233800 1
4.8%
229100 1
4.8%
223900 1
4.8%
218700 1
4.8%
215300 1
4.8%
210000 1
4.8%
203700 1
4.8%

VD
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean435514.29
Minimum376600
Maximum511800
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:38.024255image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum376600
5-th percentile379100
Q1394000
median423100
Q3477700
95-th percentile506600
Maximum511800
Range135200
Interquartile range (IQR)83700

Descriptive statistics

Standard deviation46662.343
Coefficient of variation (CV)0.10714308
Kurtosis-1.5065826
Mean435514.29
Median Absolute Deviation (MAD)40400
Skewness0.29027846
Sum9145800
Variance2.1773743 × 109
MonotonicityStrictly increasing
2025-05-08T11:31:38.154234image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
376600 1
 
4.8%
379100 1
 
4.8%
382700 1
 
4.8%
386800 1
 
4.8%
390600 1
 
4.8%
394000 1
 
4.8%
397800 1
 
4.8%
403200 1
 
4.8%
408200 1
 
4.8%
413300 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
376600 1
4.8%
379100 1
4.8%
382700 1
4.8%
386800 1
4.8%
390600 1
4.8%
394000 1
4.8%
397800 1
4.8%
403200 1
4.8%
408200 1
4.8%
413300 1
4.8%
ValueCountFrequency (%)
511800 1
4.8%
506600 1
4.8%
497700 1
4.8%
490200 1
4.8%
483000 1
4.8%
477700 1
4.8%
471700 1
4.8%
463800 1
4.8%
451500 1
4.8%
436400 1
4.8%

VS
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean182214.29
Minimum158800
Maximum210000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:38.267044image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum158800
5-th percentile159700
Q1165900
median177300
Q3198900
95-th percentile207700
Maximum210000
Range51200
Interquartile range (IQR)33000

Descriptive statistics

Standard deviation17774.372
Coefficient of variation (CV)0.097546532
Kurtosis-1.5973911
Mean182214.29
Median Absolute Deviation (MAD)16700
Skewness0.13647313
Sum3826500
Variance3.1592829 × 108
MonotonicityStrictly increasing
2025-05-08T11:31:38.368545image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
158800 1
 
4.8%
159700 1
 
4.8%
160600 1
 
4.8%
162200 1
 
4.8%
163700 1
 
4.8%
165900 1
 
4.8%
168700 1
 
4.8%
170700 1
 
4.8%
173500 1
 
4.8%
176000 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
158800 1
4.8%
159700 1
4.8%
160600 1
4.8%
162200 1
4.8%
163700 1
4.8%
165900 1
4.8%
168700 1
4.8%
170700 1
4.8%
173500 1
4.8%
176000 1
4.8%
ValueCountFrequency (%)
210000 1
4.8%
207700 1
4.8%
204000 1
4.8%
201500 1
4.8%
199200 1
4.8%
198900 1
4.8%
198300 1
4.8%
195000 1
4.8%
190700 1
4.8%
184100 1
4.8%

NE
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean148361.9
Minimum127600
Maximum169200
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:38.466931image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum127600
5-th percentile129200
Q1136400
median144900
Q3161300
95-th percentile167600
Maximum169200
Range41600
Interquartile range (IQR)24900

Descriptive statistics

Standard deviation13957.345
Coefficient of variation (CV)0.094076339
Kurtosis-1.496898
Mean148361.9
Median Absolute Deviation (MAD)12000
Skewness0.095152625
Sum3115600
Variance1.9480748 × 108
MonotonicityNot monotonic
2025-05-08T11:31:38.575317image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
127600 1
 
4.8%
129200 1
 
4.8%
131500 1
 
4.8%
133600 1
 
4.8%
135000 1
 
4.8%
136400 1
 
4.8%
138600 1
 
4.8%
141100 1
 
4.8%
142300 1
 
4.8%
142100 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
127600 1
4.8%
129200 1
4.8%
131500 1
4.8%
133600 1
4.8%
135000 1
4.8%
136400 1
4.8%
138600 1
4.8%
141100 1
4.8%
142100 1
4.8%
142300 1
4.8%
ValueCountFrequency (%)
169200 1
4.8%
167600 1
4.8%
166600 1
4.8%
165100 1
4.8%
163400 1
4.8%
161300 1
4.8%
159200 1
4.8%
156900 1
4.8%
154300 1
4.8%
149700 1
4.8%

GE
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean258209.52
Minimum201500
Maximum330300
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:38.808303image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum201500
5-th percentile204200
Q1218200
median251500
Q3296900
95-th percentile324100
Maximum330300
Range128800
Interquartile range (IQR)78700

Descriptive statistics

Standard deviation43544.31
Coefficient of variation (CV)0.16863944
Kurtosis-1.442727
Mean258209.52
Median Absolute Deviation (MAD)39400
Skewness0.25465587
Sum5422400
Variance1.8961069 × 109
MonotonicityStrictly increasing
2025-05-08T11:31:39.032265image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
201500 1
 
4.8%
204200 1
 
4.8%
207800 1
 
4.8%
211700 1
 
4.8%
214400 1
 
4.8%
218200 1
 
4.8%
223500 1
 
4.8%
229900 1
 
4.8%
235500 1
 
4.8%
240600 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
201500 1
4.8%
204200 1
4.8%
207800 1
4.8%
211700 1
4.8%
214400 1
4.8%
218200 1
4.8%
223500 1
4.8%
229900 1
4.8%
235500 1
4.8%
240600 1
4.8%
ValueCountFrequency (%)
330300 1
4.8%
324100 1
4.8%
316100 1
4.8%
309400 1
4.8%
301900 1
4.8%
296900 1
4.8%
290900 1
4.8%
280900 1
4.8%
271500 1
4.8%
261600 1
4.8%

CH
Real number (ℝ)

High correlation  Unique 

Distinct21
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5452523.8
Minimum4694000
Maximum6267000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size296.0 B
2025-05-08T11:31:39.199072image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum4694000
5-th percentile4749000
Q14980000
median5362000
Q35943000
95-th percentile6212000
Maximum6267000
Range1573000
Interquartile range (IQR)963000

Descriptive statistics

Standard deviation531430.2
Coefficient of variation (CV)0.097464995
Kurtosis-1.5270513
Mean5452523.8
Median Absolute Deviation (MAD)484000
Skewness0.11746186
Sum1.14503 × 108
Variance2.8241806 × 1011
MonotonicityStrictly increasing
2025-05-08T11:31:39.369375image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
4694000 1
 
4.8%
4749000 1
 
4.8%
4815000 1
 
4.8%
4878000 1
 
4.8%
4929000 1
 
4.8%
4980000 1
 
4.8%
5045000 1
 
4.8%
5126000 1
 
4.8%
5199000 1
 
4.8%
5259000 1
 
4.8%
Other values (11) 11
52.4%
ValueCountFrequency (%)
4694000 1
4.8%
4749000 1
4.8%
4815000 1
4.8%
4878000 1
4.8%
4929000 1
4.8%
4980000 1
4.8%
5045000 1
4.8%
5126000 1
4.8%
5199000 1
4.8%
5259000 1
4.8%
ValueCountFrequency (%)
6267000 1
4.8%
6212000 1
4.8%
6132000 1
4.8%
6063000 1
4.8%
5996000 1
4.8%
5943000 1
4.8%
5887000 1
4.8%
5789000 1
4.8%
5666000 1
4.8%
5512000 1
4.8%

Interactions

2025-05-08T11:31:27.536643image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:26.658098image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:30.083985image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:33.452205image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:36.473259image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:40.225402image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:43.412389image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:46.141801image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:52.642160image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:56.245292image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:59.978972image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:19.576840image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:28.098193image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:41.905145image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:52.517636image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:57.543855image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:04.039712image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:15.606573image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:25.242151image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:31.442327image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:37.802331image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:44.034285image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:51.084134image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:58.103985image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:04.285919image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:12.111590image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:20.257965image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:27.660365image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:26.792559image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:30.215494image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:33.591110image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:36.597110image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:40.350127image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:43.505886image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:46.258169image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:52.918025image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:56.362471image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:00.574699image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:20.245938image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:28.317803image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:44.989995image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:52.725829image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:57.790473image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:04.249051image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:15.827504image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:25.535755image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:31.665942image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:38.025983image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:44.258121image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:51.311516image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:58.336134image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:04.501326image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:12.330773image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:20.889601image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:27.774334image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:26.900097image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:30.330876image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:33.800014image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:36.707055image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:40.466669image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:43.604643image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:49.416232image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:53.027152image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:56.469840image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:00.924755image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:20.540146image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:28.531073image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:45.319651image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:52.908665image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:57.987662image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:05.308335image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:16.357874image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:25.757680image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:31.881744image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:38.219696image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:44.513314image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:51.538676image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:58.552530image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:04.891183image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:12.511167image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:21.828097image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:27.864791image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:27.000383image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:30.441436image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:33.938540image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:36.847752image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:40.602471image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:43.725318image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:49.544581image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:53.162354image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:56.591305image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
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2025-05-08T11:30:03.595317image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:15.174364image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:24.787430image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:30.948091image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:37.401356image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:43.096491image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:50.642600image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:57.678300image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:03.825513image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:11.695732image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:19.336449image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:27.319873image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:30.890481image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:29.966608image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:33.286348image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:36.367952image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:40.080352image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:43.301029image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:46.037941image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:52.480565image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:56.116896image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:28:59.857480image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:18.760040image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:27.883101image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:41.532826image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:52.325717image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:29:57.337220image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:03.819672image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:15.387749image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:25.025068image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:31.202237image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:37.600902image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:43.404219image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:50.873104image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:30:57.886585image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:04.074006image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:11.904076image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:20.008117image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:31:27.423350image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Correlations

2025-05-08T11:31:39.631337image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
AGAIARBEBLBSCHFRGEGLGRLUNENWOWSGSHSOSZTGTIURVDVSYearZGZH
AG1.000-0.3780.8021.0001.0000.9701.0000.9971.0000.5590.9961.0000.9991.0000.9961.0001.0001.0001.0001.0001.0000.9991.0001.0001.0001.0001.000
AI-0.3781.000-0.320-0.378-0.378-0.370-0.378-0.369-0.378-0.550-0.379-0.378-0.378-0.379-0.364-0.378-0.378-0.378-0.378-0.378-0.378-0.379-0.378-0.378-0.378-0.378-0.378
AR0.802-0.3201.0000.8020.8020.8560.8020.7970.8020.8640.8090.8020.8050.8040.8010.8020.8020.8020.8020.8020.8020.8070.8020.8020.8020.8020.802
BE1.000-0.3780.8021.0001.0000.9701.0000.9971.0000.5590.9961.0000.9991.0000.9961.0001.0001.0001.0001.0001.0000.9991.0001.0001.0001.0001.000
BL1.000-0.3780.8021.0001.0000.9701.0000.9971.0000.5590.9961.0000.9991.0000.9961.0001.0001.0001.0001.0001.0000.9991.0001.0001.0001.0001.000
BS0.970-0.3700.8560.9700.9701.0000.9700.9670.9700.6210.9700.9700.9690.9680.9630.9700.9700.9700.9700.9700.9700.9730.9700.9700.9700.9700.970
CH1.000-0.3780.8021.0001.0000.9701.0000.9971.0000.5590.9961.0000.9991.0000.9961.0001.0001.0001.0001.0001.0000.9991.0001.0001.0001.0001.000
FR0.997-0.3690.7970.9970.9970.9670.9971.0000.9970.5530.9930.9970.9970.9970.9950.9970.9970.9970.9970.9970.9970.9960.9970.9970.9970.9970.997
GE1.000-0.3780.8021.0001.0000.9701.0000.9971.0000.5590.9961.0000.9991.0000.9961.0001.0001.0001.0001.0001.0000.9991.0001.0001.0001.0001.000
GL0.559-0.5500.8640.5590.5590.6210.5590.5530.5591.0000.5640.5590.5580.5600.5640.5590.5590.5590.5590.5590.5590.5630.5590.5590.5590.5590.559
GR0.996-0.3790.8090.9960.9960.9700.9960.9930.9960.5641.0000.9960.9940.9960.9930.9960.9960.9960.9960.9960.9960.9940.9960.9960.9960.9960.996
LU1.000-0.3780.8021.0001.0000.9701.0000.9971.0000.5590.9961.0000.9991.0000.9961.0001.0001.0001.0001.0001.0000.9991.0001.0001.0001.0001.000
NE0.999-0.3780.8050.9990.9990.9690.9990.9970.9990.5580.9940.9991.0000.9980.9940.9990.9990.9990.9990.9990.9990.9980.9990.9990.9990.9990.999
NW1.000-0.3790.8041.0001.0000.9681.0000.9971.0000.5600.9961.0000.9981.0000.9951.0001.0001.0001.0001.0001.0000.9991.0001.0001.0001.0001.000
OW0.996-0.3640.8010.9960.9960.9630.9960.9950.9960.5640.9930.9960.9940.9951.0000.9960.9960.9960.9960.9960.9960.9940.9960.9960.9960.9960.996
SG1.000-0.3780.8021.0001.0000.9701.0000.9971.0000.5590.9961.0000.9991.0000.9961.0001.0001.0001.0001.0001.0000.9991.0001.0001.0001.0001.000
SH1.000-0.3780.8021.0001.0000.9701.0000.9971.0000.5590.9961.0000.9991.0000.9961.0001.0001.0001.0001.0001.0000.9991.0001.0001.0001.0001.000
SO1.000-0.3780.8021.0001.0000.9701.0000.9971.0000.5590.9961.0000.9991.0000.9961.0001.0001.0001.0001.0001.0000.9991.0001.0001.0001.0001.000
SZ1.000-0.3780.8021.0001.0000.9701.0000.9971.0000.5590.9961.0000.9991.0000.9961.0001.0001.0001.0001.0001.0000.9991.0001.0001.0001.0001.000
TG1.000-0.3780.8021.0001.0000.9701.0000.9971.0000.5590.9961.0000.9991.0000.9961.0001.0001.0001.0001.0001.0000.9991.0001.0001.0001.0001.000
TI1.000-0.3780.8021.0001.0000.9701.0000.9971.0000.5590.9961.0000.9991.0000.9961.0001.0001.0001.0001.0001.0000.9991.0001.0001.0001.0001.000
UR0.999-0.3790.8070.9990.9990.9730.9990.9960.9990.5630.9940.9990.9980.9990.9940.9990.9990.9990.9990.9990.9991.0000.9990.9990.9990.9990.999
VD1.000-0.3780.8021.0001.0000.9701.0000.9971.0000.5590.9961.0000.9991.0000.9961.0001.0001.0001.0001.0001.0000.9991.0001.0001.0001.0001.000
VS1.000-0.3780.8021.0001.0000.9701.0000.9971.0000.5590.9961.0000.9991.0000.9961.0001.0001.0001.0001.0001.0000.9991.0001.0001.0001.0001.000
Year1.000-0.3780.8021.0001.0000.9701.0000.9971.0000.5590.9961.0000.9991.0000.9961.0001.0001.0001.0001.0001.0000.9991.0001.0001.0001.0001.000
ZG1.000-0.3780.8021.0001.0000.9701.0000.9971.0000.5590.9961.0000.9991.0000.9961.0001.0001.0001.0001.0001.0000.9991.0001.0001.0001.0001.000
ZH1.000-0.3780.8021.0001.0000.9701.0000.9971.0000.5590.9961.0000.9991.0000.9961.0001.0001.0001.0001.0001.0000.9991.0001.0001.0001.0001.000

Missing values

2025-05-08T11:31:31.210436image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
A simple visualization of nullity by column.
2025-05-08T11:31:32.657930image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

YearZHBELUURSZOWNWGLZGFRSOBSBLSHARAISGGRAGTGTIVDVSNEGECH
0195077060079850022270028600.0709002210019300374004210015870016990019490010700057300.04780013500308100136700299600149300174500376600158800127600.0201500.04694000
1195178600080680022530028800.0714002220019500379004280015880017180019800010880058000.04810013400310800138300303300150500176300379100159700129200.0204200.04749000
2195280370081700022920029000.0719002240019700383004390015890017460020100011140058800.04820013400313700139900307800151800177800382700160600131500.0207800.04815000
3195381940082740023270029200.0725002250019800385004460015900017750020370011430059400.04840013400316700140900311900153400178500386800162200133600.0211700.04878000
4195483120083430023500029400.0729002250020000387004530015900018000020640011740059700.04850013300319800141600315800155000179500390600163700135000.0214400.04929000
5195584270083960023760029800.0734002260020300387004590015900018270020890011980060000.04860013300322500142100321500156200180300394000165900136400.0218200.04980000
6195685650084680024110030200.0744002280020900389004650015910018600021150012250061100.04870013200325300142900328400157800181800397800168700138600.0223500.05045000
7195787310085680024500030800.0757002310021300392004750015910018980021520012680062400.04890013200329300144000335800159800184300403200170700141100.0229900.05126000
8195889130086590024790031400.0766002330021700394004850015920019180021900013140062900.04880013100332100145000341600161800186800408200173500142300.0235500.05199000
9195990640087310024930031800.0772002360022100396004960015920019340022160013630063400.04870013100334100145800346400163300189000413300176000142100.0240600.05259000
YearZHBELUURSZOWNWGLZGFRSOBSBLSHARAISGGRAGTGTIVDVSNEGECH
11196196440089860025680032700.0794002390023300415005350015970020250022680015210066400.04900013000343100154500367000168300203700436400184100149700.0261600.05512000
12196299080092030026370033100.0817002430024000416005510016400020730023080015990067900.04960013100352000158200378700171900210000451500190700154300.0271500.05666000
131963101300093730026940033400.0836002450024400414005650016770021110023310016590069100.04990013300359300161100388300174800215300463800195000156900.0280900.05789000
141964103270094900027360033600.0851002450024800411005760017030021460023530017160070100.05000013300364700163200396400176700218700471700198300159200.0290900.05887000
151965104300095320027570033800.0861002470024800407005860017130021560023590017720070700.04990013300367700163200401500177400223900477700198900161300.0296900.05943000
161966105250095930027860033900.0870002470024900401005930017260021690023540018230071000.04970013300370200162900406800178000229100483000199200163400.0301900.05996000
171967106460096600028140033900.0882002480025100397006010017400021850023500018840071300.04950013300373600163900412500179200233800490200201500165100.0309400.06063000
181968107680097370028460034000.0893002480025300393006120017590022040023480019390071600.04940013300377400164900418600180100238300497700204000166600.0316100.06132000
191969109050098250028800034200.0905002480025600390006240017770022290023600020020072300.04920013200381700165500425300181100243400506600207700167600.0324100.06212000
201970110120098720029060034200.0914002490026000385006330017870022420023550020540072600.04880013200383600166100430300181800248200511800210000169200.0330300.06267000